LSSDA 2025: Turning Petabytes into Physics: Scalable, User-Centric Software for Science, Jana Thayer скачать в хорошем качестве

LSSDA 2025: Turning Petabytes into Physics: Scalable, User-Centric Software for Science, Jana Thayer

See more LSSDA 2025 talks at: https://lssda.github.io/agenda The Linac Coherent Light Source (LCLS) enables atomic-scale, time-resolved studies using ultrafast X-ray pulses, but its unprecedented data rates, driven by detector advancements and facility upgrades, demand transformative approaches to data acquisition, processing, and analysis. This talk will outline LCLS' unique experimental challenges, from raw data to scientific insight under tight time constraints. The LCLS Data System architecture meets these needs through scalable infrastructure spanning from edge processing at beamlines to the SLAC Shared Science Data Facility (S3DF) and DOE leadership-class supercomputers, enabling real-time data reduction and adaptive workflows for extreme data rates. Performant, parallel software tools that bridge domain scientists and HPC will democratize access to petascale resources while maintaining performance. Co-designed algorithms and infrastructure prioritize usability without sacrificing scalability, delivering near real-time insights for guiding experiments. This talk will highlight ongoing efforts to develop a collaborative software ecosystem that balances exascale demands with accessibility, unifying detector systems, edge computing, and workflows. Taken together, these advances create a pipeline from detector to discovery, where every photon, pixel, and processor collaborates to push scientific frontiers.